The email arrived like a punch to the gut. Years of late nights, fueled by lukewarm coffee and the burning desire to be heard, all boiled down to this: her carefully crafted article, the one she poured her heart into, was credited to someone else. Sarah felt a wave of nausea, her hands clammy as she stared at the screen.

She sat at her desk, the glow of the monitor reflecting in her wide, unseeing eyes. Her first impulse was rage, a fiery torrent of indignation ready to be unleashed. But then she thought of the other author, a name she vaguely recognized. She pictured a young writer, perhaps struggling like she had.

Without hesitation, Sarah reached for her phone. She would contact the editor, not with demands, but with a question. She would ask for clarification, a chance to understand. This wasn't about vindication; it was about ensuring the work itself was recognized.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444